A distributed active subspace method for scalable surrogate modeling of function valued outputs

Hayley Guy, Alen Alexanderian, Meilin Yu

We present a distributed active subspace method for training surrogate models of complex physical processes with high-dimensional inputs and function valued outputs. Specifically,…